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Understanding Data Differences Between Insights and STR
Understanding Data Differences Between Insights and STR

In this guide, we’ll explore the differences between the data in Insights Topics and STR’s Weekly and Monthly Reports.

Ashley Dehertogh avatar
Written by Ashley Dehertogh
Updated yesterday

In this guide, we’ll explore the differences between the data in Insights Topics —such as Benchmarking (STR) —and STR’s Weekly and Monthly Reports.

We will cover:

  1. Data Sources and Their Applications: Overview of PMS data in Insights, STR data in Insights, and STR published reports.

  2. Terminology Differences: Comparison of key terms used by STR and Insights.

  3. Understanding Nuanced Differences: Examination of data aggregation, occupancy metrics, and revenue metrics.

  4. Comparison and Alignment on Revenue Definitions: Table aligning revenue definitions between STR and Insights.

  5. Practical Implications for Users: Advice on reconciling data discrepancies, making strategic decisions, and ensuring accurate reporting.

By the end of this guide, you will understand how to leverage data from both Insights and STR reports for more effective analysis and decision-making.

Data Sources and Their Applications

  • Property Management System (PMS) Data in Insights:

    • Bookings Topic: Utilize data directly from your Property Management System (PMS), including booking data and other operational metrics in near real-time, depending on your PMS integration.

  • STR Data in Insights:

    • Benchmarking (STR) Topic: Receives daily files from STR, ensuring access to the most recent 90-day period and a historical archive of up to two years, reflecting any recent data changes made by you or STR.

  • STR Data in STR Published Reports:

    • Weekly and Monthly Reports: STR provides aggregated benchmarking data on both a weekly and monthly basis. These reports reflect broader market trends and performance metrics, compiled from data supplied by you and your competitive set to STR. For more information, click here.

Terminology Differences Between STR and Insights

Category

STR Term

Insights Term

Description

Type of Accommodation

Hotels

Properties

Insights uses "properties" to inclusively represent various types of accommodations.

Accommodation Units

Rooms

Units

Insights uses "units" to support an inclusive approach to various accommodation types.

Revenue Category

Rooms Revenue

Accommodation Revenue

Insights refers to "accommodation revenue" to cater to a broader range of accommodation types.

Non-Room Revenue

Additional Revenue

Ancillary Revenue

Insights uses "ancillary revenue" to describe all non-rooms/accommodation (including cancellation) operating revenue.

Understanding Nuanced Differences

Data Aggregation:

  • STR Reports: Provide essential room-level data aggregated into weekly and monthly summaries. These reports are valuable for high-level benchmarking but may lack the detailed granularity available in Insights.

  • Insights: Enhances STR’s foundational data with additional granularity, flexibility, and analytical capabilities. Insights allows you to dynamically aggregate or disaggregate booking data from the PMS at various levels, such as bed-level or room-level, for each stay.

Occupancy Metrics:

  • STR: Provides room-based occupancy metrics, which are useful for high-level benchmarking. However, these metrics may not capture the nuances of bed-level occupancy in hostels or alternative accommodations.

  • Insights: Offers occupancy metrics based on units, which could be bed-level or room-level depending on your configuration for FLYR Hospitality. This provides a more detailed perspective on inventory segmentation.

Revenue Metrics:

Revenue Reporting

  • STR Benchmarking Topic:

    • Rooms Revenue: This includes all revenue classified as “Rooms.” For a detailed breakdown of what this category includes, click here.

    • Total Revenue: This encompasses all other operating revenue, categorized into “Rooms,” “F&B,” and “Other.” For a detailed breakdown of these categories, click here.

  • Bookings Topic:

    • Accommodation Revenue: Includes all revenue associated with accommodation/rooms revenue (ex. overnight stays, day use, room upgrades, etc.,.)

    • Ancillary Revenue: Includes all operating revenue attached to a booking which is not Accommodation or Cancellation Revenue.

    • Total Revenue: The sum of Accommodation Revenue, Ancillary Revenue, and Cancellation Revenue.

Comparison and Alignment on “Revenue” Definitions Between STR & Insights

Category

STR Term

Insights Term

Definition

Reconciliation in Insights with STR

Rooms Revenue

Rooms Revenue

Accommodation Revenue

Revenue generated from rooms.

Use the Accommodation Revenue measure to categorize and compare accurately.

F&B Revenue

F&B Revenue

Ancillary Revenue

Revenue from food and beverage operations.

Use the Ancillary Revenue Description dimension with the Ancillary Revenue measure to select your F&B transactions and align with STR’s F&B Revenue.

Other Revenue

Other Revenue

Ancillary Revenue

Revenue from other sources not included in Rooms or F&B Revenue.

Use the Ancillary Revenue Description dimension with the Ancillary Revenue measure to select your other revenue transactions and align with STR’s Other Revenue.

Total Revenue

Total Revenue

Total Revenue

Sum of “Rooms Revenue,” “F&B Revenue,” and “Other Revenue” categories.

Use the Total Revenue measure to categorize and compare accurately.

For a detailed guide on how revenue should be categorized according to STR's standards, please refer to STR's reporting guidelines.

Practical Implications for Users

As a user of Insights, it's crucial for you to understand the differences between Insights PMS data and STR reports for several important reasons:

  • Data Reconciliation: Address and reconcile discrepancies between data from Insights PMS and STR reports by understanding the nuances in the timing and granularity of the data feeds.

  • Strategic Decision-Making: Leverage the ability to drill down into data for detailed analyses and make more responsive decisions.

  • Reporting Accuracy: Familiarize yourself with the different terminologies and revenue categorizations to ensure accurate reporting and maintain compliance with industry standards.

We hope this article has enhanced your understanding of the data available in the Benchmarking (STR) & Bookings Topics. Our goal is to empower you to cross-utilize this data for more strategic decision-making, providing a more holistic representation of historical performance.

For further guidance, explore our Topics, consult Insights help articles, or connect with our Advisory team for specific questions!

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